Adversarial Learning

Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024 Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ICLR 2024 Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping AAAI 2024 Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024 Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning NeurIPS 2024 Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization COLT 2024 BRUSLEATTACK: A QUERY-EFFICIENT SCORE- BASED BLACK-BOX SPARSE ADVERSARIAL ATTACK ICLR 2024 Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NeurIPS 2024 Chain Association-based Attacking and Shielding Natural Language Processing Systems ACML 2024 Chronic Poisoning: Backdoor Attack against Split Learning AAAI 2024 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NeurIPS 2024 COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024 Conditional Backdoor Attack via JPEG Compression AAAI 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit ICLR 2024 Context-aware Adversarial Attack on Named Entity Recognition EACL 2024 Convergence Behavior of an Adversarial Weak Supervision Method UAI 2024 Cross-Modality Perturbation Synergy Attack for Person Re-identification NeurIPS 2024 Curvature-Invariant Adversarial Attacks for 3D Point Clouds AAAI 2024 DAP: A Dynamic Adversarial Patch for Evading Person Detectors CVPR 2024 Data Free Backdoor Attacks NeurIPS 2024 Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain NeurIPS 2024 Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024